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Improved dynamic connection detection power in estimated dynamic functional connectivity considering multivariate dependencies between brain regions

To estimate dynamic functional connectivity (dFC), the conventional method of sliding window correlation (SWC) suffers from poor performance of dynamic connection detection. This stems from the equal weighting of observations, suboptimal time scale, nonsparse output, and the fact that it is bivariat...

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Detalles Bibliográficos
Autores principales: Maleki Balajoo, Somayeh, Asemani, Davud, Khadem, Ali, Soltanian‐Zadeh, Hamid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7502846/
https://www.ncbi.nlm.nih.gov/pubmed/32643845
http://dx.doi.org/10.1002/hbm.25124